PythonHub
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News & links about Python programming.
https://pythonhub.dev/
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Scamp (Suite for Computer-Assisted Music in Python)

https://scamp.marcevanstein.com
PySDR: A Guide to SDR and DSP Using Python

https://pysdr.org/content/intro.html
Online Book: Exploring Mathematics with Python

https://coe.psu.ac.th/ad/explore/
Python Applied Mathematics Labs

https://labs.acme.byu.edu/Pages/intro.html
High-Performance Wavelet Matrix for Python, Implemented in Rust

https://pypi.org/project/wavelet-matrix/
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Clock Synchronization Is a Nightmare

The author explains that physical clock synchronization is a "nightmare" because hardware oscillators inevitably drift due to temperature and aging, leading to critical failures in distributed systems like database inconsistencies and impossible debug traces. He argues that while algorithms like NTP and Cristian's attempt to bridge the gap, truly robust systems often must rely on logical...

https://arpitbhayani.me/blogs/clock-sync-nightmare
A different way to think about Python API Clients

The author argues that while building Python API servers has become mature and declarative through frameworks like FastAPI, API client integration remains a slow, "last mile" problem reliant on low-level boilerplate. To solve this, he introduces a new framework for his project, Clientele, which uses decorators and type hints to create a high-level, declarative developer experience for cl...

https://paulwrites.software/articles/python-api-clients